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35,80 €ISBN 978-3-8440-6038-6Softcover180 pages37 figures270 g21 x 14,8 cmEnglishReference book
December 2018
Leonid Mylnikov (Ed.)
Intelligent data analysis in the management of production systems
Approaches and methods
This study is related to the increasing role of prognostic models in the management of production systems. Authors with different scientific background have worked together to find approaches for the improvement of real-life management decisions in production environments. The creative mixture of innovation and performance management methods, data mining and predictive models, time-series analysis and semi-supervised training is not only of great scientific interest but also leads to increased validity and quality of management decisions.
Keywords: project management; production systems; prediction; time series; risk assessment; data preparation; data mining; machine learning
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DOI 10.2370/9783844060386
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